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Carl Yang

Emory University

SCHOLARLY PAPERS

3

DOWNLOADS

261

TOTAL CITATIONS

2

Scholarly Papers (3)

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1.

Evaluation of General Large Language Models in Understanding Clinical Concepts Extracted from Adult Critical Care Electronic Health Record Notes

Number of pages: 41 Posted: 29 Feb 2024
Darren Liu, Cheng Ding, Delgersuren Bold, Monique Bouvier, Jiaying Lu, Benjamin Shickel, Craig S. Jabaley, Wenhui Zhang, Soojin Park, Michael Young, Mark S. Wainwright, Gilles Clermont, Parisa Rashidi, Eric S. Rosenthal, Laurie Dimisko, Xiao Ran, JooHeung Yoon, Carl Yang and Xiao Hu
Emory University, Georgia Institute of Technology, Emory University, Emory University, Emory University, University of Florida, Emory University School of Medicine - Department of Anesthesiology, Emory University, Columbia University - Division of Hospital and Critical Care Neurology, Department of Neurology, Massachusetts General Hospital, University of Washington, University of Pittsburgh, University of Florida, Harvard University - Massachusetts General Hospital, Emory University, Emory University, University of Pittsburgh, Emory University and Emory University
Downloads 162 (461,984)
Citation 2

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large language model, natural language processing, electronic health record, clinical note, GPT-3.5, GPT-4, LLaMA 2, text-davinci-003

2.

LLMKG+: Systematically Improving Knowledge Quality and Coverage in KGs using LLMs -- A Case Study in Medical Domain

Number of pages: 48 Posted: 01 Sep 2025
Xincan Feng, Hejie Cui, Kazuki Hayashi, Huy Hien Vu, Kenta T. Suzuki, Noriki Nishida, Hidetaka Kamigaito, Yuji Matsumoto, Taro Watanabe and Carl Yang
Nara Institute of Science and Technology, Stanford University, Nara Institute of Science and Technology, Nara Institute of Science and Technology, Nara Institute of Science and Technology, affiliation not provided to SSRN, Nara Institute of Science and Technology, affiliation not provided to SSRN, Nara Institute of Science and Technology and Emory University
Downloads 54 (1,020,567)

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knowledge graph construction, knowledge extraction, knowledge fusion, large language model, retrieval-augmented generation

3.

Joint Learning of Complication Risks and Subtyping in Type 2 Diabetes: A Novel Hypergraph-Based Analysis with Clinical and Genetic Validation

Number of pages: 40 Posted: 20 May 2026
Ziyang Zhang, Lily Wang, Chang Liu, Hejie Cui, Minghan Chen, Jingchuan Guo, Jiang Bian, Yan V. Sun and Carl Yang
Emory University, Emory University, Emory University, Stanford University, Wake Forest University, Purdue University, University of Florida, Emory University - Department of Epidemiology and Emory University
Downloads 45 (1,170,409)

Abstract:

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Type 2 Diabetes, Complications, Subtyping, Electronic Health Record, GWAS, Graph Models